Overview

Dataset statistics

Number of variables34
Number of observations3277
Missing cells2
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory870.6 KiB
Average record size in memory272.0 B

Variable types

Numeric29
Categorical5

Warnings

time has a high cardinality: 3277 distinct values High cardinality
level_0 is highly correlated with df_index and 7 other fieldsHigh correlation
df_index is highly correlated with level_0 and 7 other fieldsHigh correlation
open is highly correlated with level_0 and 6 other fieldsHigh correlation
high is highly correlated with level_0 and 6 other fieldsHigh correlation
low is highly correlated with level_0 and 6 other fieldsHigh correlation
close is highly correlated with level_0 and 6 other fieldsHigh correlation
volume is highly correlated with pvo12-26High correlation
sma5-20 is highly correlated with sma8-15 and 5 other fieldsHigh correlation
sma8-15 is highly correlated with sma5-20 and 6 other fieldsHigh correlation
sma20-50 is highly correlated with sma5-20 and 4 other fieldsHigh correlation
ema5-20 is highly correlated with sma5-20 and 7 other fieldsHigh correlation
macd is highly correlated with sma5-20 and 7 other fieldsHigh correlation
ao14 is highly correlated with wd14 and 6 other fieldsHigh correlation
wd14 is highly correlated with ao14 and 6 other fieldsHigh correlation
ppo12-26 is highly correlated with sma8-15 and 10 other fieldsHigh correlation
rsi14 is highly correlated with ema5-20 and 7 other fieldsHigh correlation
mfi14 is highly correlated with ao14 and 6 other fieldsHigh correlation
tsi is highly correlated with macd and 7 other fieldsHigh correlation
so14 is highly correlated with ao14 and 6 other fieldsHigh correlation
cmo14 is highly correlated with ao14 and 6 other fieldsHigh correlation
pvo12-26 is highly correlated with volumeHigh correlation
adl is highly correlated with level_0 and 2 other fieldsHigh correlation
obv is highly correlated with level_0 and 7 other fieldsHigh correlation
fi13 is highly correlated with sma5-20 and 4 other fieldsHigh correlation
fi50 is highly correlated with sma5-20 and 6 other fieldsHigh correlation
market_cap is highly correlated with level_0 and 6 other fieldsHigh correlation
return is highly correlated with close_buy_indicator and 1 other fieldsHigh correlation
close_buy_indicator is highly correlated with returnHigh correlation
close_short_indicator is highly correlated with returnHigh correlation
level_0 is highly correlated with df_index and 7 other fieldsHigh correlation
df_index is highly correlated with level_0 and 7 other fieldsHigh correlation
open is highly correlated with level_0 and 7 other fieldsHigh correlation
high is highly correlated with level_0 and 7 other fieldsHigh correlation
low is highly correlated with level_0 and 7 other fieldsHigh correlation
close is highly correlated with level_0 and 7 other fieldsHigh correlation
volume is highly correlated with pvo12-26 and 1 other fieldsHigh correlation
sma5-20 is highly correlated with sma8-15 and 12 other fieldsHigh correlation
sma8-15 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
sma20-50 is highly correlated with sma8-15 and 6 other fieldsHigh correlation
ema5-20 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
macd is highly correlated with sma5-20 and 13 other fieldsHigh correlation
ao14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
wd14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
ppo12-26 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
rsi14 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
mfi14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
tsi is highly correlated with sma5-20 and 13 other fieldsHigh correlation
so14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
cmo14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
pvo12-26 is highly correlated with volumeHigh correlation
adl is highly correlated with level_0 and 7 other fieldsHigh correlation
obv is highly correlated with level_0 and 7 other fieldsHigh correlation
fi13 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
fi50 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
market_cap is highly correlated with level_0 and 8 other fieldsHigh correlation
return is highly correlated with close_buy_indicator and 1 other fieldsHigh correlation
close_buy_indicator is highly correlated with returnHigh correlation
close_short_indicator is highly correlated with returnHigh correlation
level_0 is highly correlated with df_index and 7 other fieldsHigh correlation
df_index is highly correlated with level_0 and 7 other fieldsHigh correlation
open is highly correlated with level_0 and 7 other fieldsHigh correlation
high is highly correlated with level_0 and 7 other fieldsHigh correlation
low is highly correlated with level_0 and 7 other fieldsHigh correlation
close is highly correlated with level_0 and 7 other fieldsHigh correlation
sma5-20 is highly correlated with sma8-15 and 10 other fieldsHigh correlation
sma8-15 is highly correlated with sma5-20 and 10 other fieldsHigh correlation
sma20-50 is highly correlated with ema5-20 and 4 other fieldsHigh correlation
ema5-20 is highly correlated with sma5-20 and 11 other fieldsHigh correlation
macd is highly correlated with sma5-20 and 7 other fieldsHigh correlation
ao14 is highly correlated with sma5-20 and 5 other fieldsHigh correlation
wd14 is highly correlated with ao14 and 5 other fieldsHigh correlation
ppo12-26 is highly correlated with sma5-20 and 8 other fieldsHigh correlation
rsi14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
mfi14 is highly correlated with sma5-20 and 7 other fieldsHigh correlation
tsi is highly correlated with sma8-15 and 8 other fieldsHigh correlation
so14 is highly correlated with sma5-20 and 8 other fieldsHigh correlation
cmo14 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
adl is highly correlated with level_0 and 7 other fieldsHigh correlation
obv is highly correlated with level_0 and 7 other fieldsHigh correlation
fi13 is highly correlated with sma5-20 and 5 other fieldsHigh correlation
fi50 is highly correlated with sma5-20 and 8 other fieldsHigh correlation
market_cap is highly correlated with level_0 and 7 other fieldsHigh correlation
cmo14 is highly correlated with ppo12-26 and 8 other fieldsHigh correlation
sma5-20 is highly correlated with macd and 16 other fieldsHigh correlation
macd is highly correlated with sma5-20 and 16 other fieldsHigh correlation
open is highly correlated with sma5-20 and 13 other fieldsHigh correlation
level_0 is highly correlated with sma5-20 and 14 other fieldsHigh correlation
ppo12-26 is highly correlated with cmo14 and 15 other fieldsHigh correlation
close_short_indicator is highly correlated with returnHigh correlation
ao14 is highly correlated with cmo14 and 6 other fieldsHigh correlation
low is highly correlated with sma5-20 and 13 other fieldsHigh correlation
volume is highly correlated with pvo12-26 and 3 other fieldsHigh correlation
df_index is highly correlated with sma5-20 and 14 other fieldsHigh correlation
high is highly correlated with sma5-20 and 13 other fieldsHigh correlation
sma8-15 is highly correlated with cmo14 and 19 other fieldsHigh correlation
close is highly correlated with sma5-20 and 13 other fieldsHigh correlation
obv is highly correlated with sma5-20 and 13 other fieldsHigh correlation
market_cap is highly correlated with sma5-20 and 13 other fieldsHigh correlation
rsi14 is highly correlated with cmo14 and 11 other fieldsHigh correlation
ema5-20 is highly correlated with cmo14 and 19 other fieldsHigh correlation
pvo12-26 is highly correlated with volume and 4 other fieldsHigh correlation
atrp14 is highly correlated with return and 1 other fieldsHigh correlation
tsi is highly correlated with cmo14 and 13 other fieldsHigh correlation
adl is highly correlated with open and 6 other fieldsHigh correlation
return is highly correlated with close_short_indicator and 4 other fieldsHigh correlation
fi50 is highly correlated with sma5-20 and 16 other fieldsHigh correlation
sma20-50 is highly correlated with sma5-20 and 15 other fieldsHigh correlation
mfi14 is highly correlated with cmo14 and 9 other fieldsHigh correlation
adx14 is highly correlated with ppo12-26 and 3 other fieldsHigh correlation
close_buy_indicator is highly correlated with returnHigh correlation
so14 is highly correlated with cmo14 and 9 other fieldsHigh correlation
fi13 is highly correlated with sma5-20 and 7 other fieldsHigh correlation
wd14 is highly correlated with cmo14 and 9 other fieldsHigh correlation
level_0 is uniformly distributed Uniform
df_index is uniformly distributed Uniform
time is uniformly distributed Uniform
level_0 has unique values Unique
df_index has unique values Unique
time has unique values Unique
sma8-15 has unique values Unique
sma20-50 has unique values Unique
ema5-20 has unique values Unique
macd has unique values Unique
wd14 has unique values Unique
ppo12-26 has unique values Unique
tsi has unique values Unique
so14 has unique values Unique
pvo12-26 has unique values Unique
fi13 has unique values Unique
fi50 has unique values Unique

Reproduction

Analysis started2022-06-15 11:12:03.316614
Analysis finished2022-06-15 11:13:36.996246
Duration1 minute and 33.68 seconds
Software versionpandas-profiling v3.0.0
Download configurationconfig.json

Variables

level_0
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1649
Minimum11
Maximum3287
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum11
5-th percentile174.8
Q1830
median1649
Q32468
95-th percentile3123.2
Maximum3287
Range3276
Interquartile range (IQR)1638

Descriptive statistics

Standard deviation946.1327426
Coefficient of variation (CV)0.5737615177
Kurtosis-1.2
Mean1649
Median Absolute Deviation (MAD)819
Skewness0
Sum5403773
Variance895167.1667
MonotonicityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20471
 
< 0.1%
5411
 
< 0.1%
5611
 
< 0.1%
26081
 
< 0.1%
5571
 
< 0.1%
26041
 
< 0.1%
5531
 
< 0.1%
26001
 
< 0.1%
5491
 
< 0.1%
25961
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
111
< 0.1%
121
< 0.1%
131
< 0.1%
141
< 0.1%
151
< 0.1%
161
< 0.1%
171
< 0.1%
181
< 0.1%
191
< 0.1%
201
< 0.1%
ValueCountFrequency (%)
32871
< 0.1%
32861
< 0.1%
32851
< 0.1%
32841
< 0.1%
32831
< 0.1%
32821
< 0.1%
32811
< 0.1%
32801
< 0.1%
32791
< 0.1%
32781
< 0.1%

df_index
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1649
Minimum11
Maximum3287
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum11
5-th percentile174.8
Q1830
median1649
Q32468
95-th percentile3123.2
Maximum3287
Range3276
Interquartile range (IQR)1638

Descriptive statistics

Standard deviation946.1327426
Coefficient of variation (CV)0.5737615177
Kurtosis-1.2
Mean1649
Median Absolute Deviation (MAD)819
Skewness0
Sum5403773
Variance895167.1667
MonotonicityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20471
 
< 0.1%
5411
 
< 0.1%
5611
 
< 0.1%
26081
 
< 0.1%
5571
 
< 0.1%
26041
 
< 0.1%
5531
 
< 0.1%
26001
 
< 0.1%
5491
 
< 0.1%
25961
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
111
< 0.1%
121
< 0.1%
131
< 0.1%
141
< 0.1%
151
< 0.1%
161
< 0.1%
171
< 0.1%
181
< 0.1%
191
< 0.1%
201
< 0.1%
ValueCountFrequency (%)
32871
< 0.1%
32861
< 0.1%
32851
< 0.1%
32841
< 0.1%
32831
< 0.1%
32821
< 0.1%
32811
< 0.1%
32801
< 0.1%
32791
< 0.1%
32781
< 0.1%

time
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size25.7 KiB
2021-05-31 00:00:00
 
1
2020-10-23 00:00:00
 
1
2017-09-09 00:00:00
 
1
2014-06-30 00:00:00
 
1
2015-05-31 00:00:00
 
1
Other values (3272)
3272 

Length

Max length19
Median length19
Mean length19
Min length19

Characters and Unicode

Total characters62263
Distinct characters13
Distinct categories4 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3277 ?
Unique (%)100.0%

Sample

1st row2013-04-12 00:00:00
2nd row2013-04-13 00:00:00
3rd row2013-04-14 00:00:00
4th row2013-04-15 00:00:00
5th row2013-04-16 00:00:00

Common Values

ValueCountFrequency (%)
2021-05-31 00:00:001
 
< 0.1%
2020-10-23 00:00:001
 
< 0.1%
2017-09-09 00:00:001
 
< 0.1%
2014-06-30 00:00:001
 
< 0.1%
2015-05-31 00:00:001
 
< 0.1%
2022-01-12 00:00:001
 
< 0.1%
2018-09-08 00:00:001
 
< 0.1%
2021-01-19 00:00:001
 
< 0.1%
2019-07-05 00:00:001
 
< 0.1%
2022-03-04 00:00:001
 
< 0.1%
Other values (3267)3267
99.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
00:00:003277
50.0%
2022-02-281
 
< 0.1%
2019-12-181
 
< 0.1%
2015-03-131
 
< 0.1%
2013-12-211
 
< 0.1%
2014-09-201
 
< 0.1%
2020-09-171
 
< 0.1%
2021-01-301
 
< 0.1%
2020-05-231
 
< 0.1%
2018-04-291
 
< 0.1%
Other values (3268)3268
49.9%

Most occurring characters

ValueCountFrequency (%)
027311
43.9%
-6554
 
10.5%
:6554
 
10.5%
26119
 
9.8%
15661
 
9.1%
3277
 
5.3%
31028
 
1.7%
5967
 
1.6%
7967
 
1.6%
8967
 
1.6%
Other values (3)2858
 
4.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number45878
73.7%
Dash Punctuation6554
 
10.5%
Other Punctuation6554
 
10.5%
Space Separator3277
 
5.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
027311
59.5%
26119
 
13.3%
15661
 
12.3%
31028
 
2.2%
5967
 
2.1%
7967
 
2.1%
8967
 
2.1%
6959
 
2.1%
9951
 
2.1%
4948
 
2.1%
Dash Punctuation
ValueCountFrequency (%)
-6554
100.0%
Space Separator
ValueCountFrequency (%)
3277
100.0%
Other Punctuation
ValueCountFrequency (%)
:6554
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common62263
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
027311
43.9%
-6554
 
10.5%
:6554
 
10.5%
26119
 
9.8%
15661
 
9.1%
3277
 
5.3%
31028
 
1.7%
5967
 
1.6%
7967
 
1.6%
8967
 
1.6%
Other values (3)2858
 
4.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII62263
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
027311
43.9%
-6554
 
10.5%
:6554
 
10.5%
26119
 
9.8%
15661
 
9.1%
3277
 
5.3%
31028
 
1.7%
5967
 
1.6%
7967
 
1.6%
8967
 
1.6%
Other values (3)2858
 
4.6%

open
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3238
Distinct (%)98.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9934.768238
Minimum61.17
Maximum67554.13
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum61.17
5-th percentile127.736
Q1447.94
median3714.6
Q39677.6
95-th percentile48910.812
Maximum67554.13
Range67492.96
Interquartile range (IQR)9229.66

Descriptive statistics

Standard deviation15584.08404
Coefficient of variation (CV)1.568640925
Kurtosis2.825295107
Mean9934.768238
Median Absolute Deviation (MAD)3456.14
Skewness1.993962414
Sum32556235.52
Variance242863675.4
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
604.098
 
0.2%
1012
 
0.1%
41002
 
0.1%
6666.92
 
0.1%
3342
 
0.1%
97912
 
0.1%
104002
 
0.1%
99.22
 
0.1%
258.462
 
0.1%
5742
 
0.1%
Other values (3228)3251
99.2%
ValueCountFrequency (%)
61.171
< 0.1%
65.791
< 0.1%
66.61
< 0.1%
73.621
< 0.1%
73.751
< 0.1%
741
< 0.1%
74.251
< 0.1%
74.91
< 0.1%
77.551
< 0.1%
83.981
< 0.1%
ValueCountFrequency (%)
67554.131
< 0.1%
66928.421
< 0.1%
66021.261
< 0.1%
65509.871
< 0.1%
64919.181
< 0.1%
64807.731
< 0.1%
64403.431
< 0.1%
64263.931761
< 0.1%
64144.421
< 0.1%
63621.051
< 0.1%

high
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3168
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10253.01825
Minimum73.26
Maximum69000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum73.26
5-th percentile130.918
Q1454.91
median3916.9
Q39903.89
95-th percentile49957.2
Maximum69000
Range68926.74
Interquartile range (IQR)9448.98

Descriptive statistics

Standard deviation16036.56337
Coefficient of variation (CV)1.564082202
Kurtosis2.755717637
Mean10253.01825
Median Absolute Deviation (MAD)3637.48
Skewness1.980390189
Sum33599140.82
Variance257171364.7
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
604.097
 
0.2%
86004
 
0.1%
5903
 
0.1%
6643
 
0.1%
6153
 
0.1%
2273
 
0.1%
3863
 
0.1%
2413
 
0.1%
1302
 
0.1%
3902
 
0.1%
Other values (3158)3244
99.0%
ValueCountFrequency (%)
73.261
< 0.1%
751
< 0.1%
76.011
< 0.1%
771
< 0.1%
79.171
< 0.1%
821
< 0.1%
82.51
< 0.1%
86.41
< 0.1%
87.12
0.1%
87.21
< 0.1%
ValueCountFrequency (%)
690001
< 0.1%
68568.851
< 0.1%
67803.551
< 0.1%
67016.51
< 0.1%
66664.11
< 0.1%
66387.41
< 0.1%
65625.441
< 0.1%
655251
< 0.1%
65497.531
< 0.1%
649901
< 0.1%

low
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3143
Distinct (%)95.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9573.749393
Minimum0.01
Maximum66250
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum0.01
5-th percentile124.896
Q1436.95
median3555.3
Q39356
95-th percentile47050.04
Maximum66250
Range66249.99
Interquartile range (IQR)8919.05

Descriptive statistics

Standard deviation15044.0285
Coefficient of variation (CV)1.571383152
Kurtosis2.880612204
Mean9573.749393
Median Absolute Deviation (MAD)3308.32
Skewness2.004306362
Sum31373176.76
Variance226322793.5
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
604.097
 
0.2%
1176
 
0.2%
1154
 
0.1%
100004
 
0.1%
84004
 
0.1%
375.014
 
0.1%
445.013
 
0.1%
1233
 
0.1%
4523
 
0.1%
110003
 
0.1%
Other values (3133)3236
98.7%
ValueCountFrequency (%)
0.011
< 0.1%
0.061
< 0.1%
11
< 0.1%
131
< 0.1%
201
< 0.1%
511
< 0.1%
611
< 0.1%
62.941
< 0.1%
641
< 0.1%
65.21
< 0.1%
ValueCountFrequency (%)
662501
< 0.1%
640791
< 0.1%
635641
< 0.1%
635251
< 0.1%
63394.171
< 0.1%
63348.911
< 0.1%
632771
< 0.1%
62700.11
< 0.1%
622551
< 0.1%
619801
< 0.1%

close
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3246
Distinct (%)99.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9947.570175
Minimum61.351
Maximum67551.72
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum61.351
5-th percentile127.968
Q1447.85
median3678.21
Q39681.24
95-th percentile48909.016
Maximum67551.72
Range67490.369
Interquartile range (IQR)9233.39

Descriptive statistics

Standard deviation15597.56502
Coefficient of variation (CV)1.56797738
Kurtosis2.808096318
Mean9947.570175
Median Absolute Deviation (MAD)3424.09
Skewness1.99032481
Sum32598187.46
Variance243284034.7
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
604.098
 
0.2%
7552
 
0.1%
10165.842
 
0.1%
240.672
 
0.1%
66052
 
0.1%
232.242
 
0.1%
518.42
 
0.1%
635.32
 
0.1%
417.032
 
0.1%
124.92
 
0.1%
Other values (3236)3251
99.2%
ValueCountFrequency (%)
61.3511
< 0.1%
65.11
< 0.1%
66.51
< 0.1%
72.51
< 0.1%
73.621
< 0.1%
73.821
< 0.1%
74.771
< 0.1%
75.021
< 0.1%
77.531
< 0.1%
83.981
< 0.1%
ValueCountFrequency (%)
67551.721
< 0.1%
66944.671
< 0.1%
66026.541
< 0.1%
65505.021
< 0.1%
64912.21
< 0.1%
64807.741
< 0.1%
64400.011
< 0.1%
64303.141
< 0.1%
64147.91
< 0.1%
63587.21
< 0.1%

volume
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3271
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean56962.90802
Minimum0
Maximum751264.9545
Zeros7
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum0
5-th percentile8121.255832
Q124371.55448
median44644.46924
Q373235.76717
95-th percentile143591.7692
Maximum751264.9545
Range751264.9545
Interquartile range (IQR)48864.21269

Descriptive statistics

Standard deviation51744.41613
Coefficient of variation (CV)0.9083878953
Kurtosis25.62975046
Mean56962.90802
Median Absolute Deviation (MAD)22930.27866
Skewness3.518434676
Sum186667449.6
Variance2677484601
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
07
 
0.2%
50857.299381
 
< 0.1%
8184.9162911
 
< 0.1%
125537.31721
 
< 0.1%
22638.615521
 
< 0.1%
129314.84441
 
< 0.1%
5313.6317011
 
< 0.1%
24533.77161
 
< 0.1%
120163.78051
 
< 0.1%
42268.809781
 
< 0.1%
Other values (3261)3261
99.5%
ValueCountFrequency (%)
07
0.2%
1127.1080551
 
< 0.1%
1272.223231
 
< 0.1%
1377.7930491
 
< 0.1%
1404.5521671
 
< 0.1%
1874.3738551
 
< 0.1%
2209.0245271
 
< 0.1%
2270.7504031
 
< 0.1%
2314.6901451
 
< 0.1%
2365.5316591
 
< 0.1%
ValueCountFrequency (%)
751264.95451
< 0.1%
679387.87151
< 0.1%
528732.39091
< 0.1%
476441.29541
< 0.1%
453858.03071
< 0.1%
410843.46711
< 0.1%
395095.22811
< 0.1%
365380.15781
< 0.1%
363369.68871
< 0.1%
358621.46691
< 0.1%

sma5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3276
Distinct (%)> 99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean101.2529772
Minimum-11125.46633
Maximum8840.240632
Zeros0
Zeros (%)0.0%
Negative1453
Negative (%)44.3%
Memory size25.7 KiB

Quantile statistics

Minimum-11125.46633
5-th percentile-1574.8687
Q1-43.4978505
median4.5525
Q3161.59795
95-th percentile1993.94926
Maximum8840.240632
Range19965.70696
Interquartile range (IQR)205.0958005

Descriptive statistics

Standard deviation1430.271966
Coefficient of variation (CV)14.12572751
Kurtosis14.70011014
Mean101.2529772
Median Absolute Deviation (MAD)87.4515865
Skewness0.5144167458
Sum331806.0064
Variance2045677.896
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.0682
 
0.1%
210.26527851
 
< 0.1%
210.89158651
 
< 0.1%
270.16365051
 
< 0.1%
6.4621
 
< 0.1%
304.5671
 
< 0.1%
94.14951
 
< 0.1%
-548.69451
 
< 0.1%
934.37151
 
< 0.1%
55.464961
 
< 0.1%
Other values (3266)3266
99.7%
ValueCountFrequency (%)
-11125.466331
< 0.1%
-10611.448831
< 0.1%
-10348.303331
< 0.1%
-9985.2268321
< 0.1%
-9559.81
< 0.1%
-9479.8368321
< 0.1%
-9180.58151
< 0.1%
-8242.0735561
< 0.1%
-7392.23051
< 0.1%
-7084.8880561
< 0.1%
ValueCountFrequency (%)
8840.2406321
< 0.1%
8317.96151
< 0.1%
8252.4746321
< 0.1%
8246.2495561
< 0.1%
8185.9075561
< 0.1%
7897.6731321
< 0.1%
7864.7256321
< 0.1%
7849.63451
< 0.1%
7777.20951
< 0.1%
7706.1666321
< 0.1%

sma8-15
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean46.24750571
Minimum-3912.299391
Maximum3468.402875
Zeros0
Zeros (%)0.0%
Negative1435
Negative (%)43.8%
Memory size25.7 KiB

Quantile statistics

Minimum-3912.299391
5-th percentile-592.2209406
Q1-15.1334471
median1.816588271
Q364.46288933
95-th percentile815.3706052
Maximum3468.402875
Range7380.702266
Interquartile range (IQR)79.59633642

Descriptive statistics

Standard deviation543.217004
Coefficient of variation (CV)11.74586598
Kurtosis13.43257636
Mean46.24750571
Median Absolute Deviation (MAD)31.6864496
Skewness0.6336952994
Sum151553.0762
Variance295084.7134
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.27294102011
 
< 0.1%
352.17543621
 
< 0.1%
-0.15325763951
 
< 0.1%
-281.46451451
 
< 0.1%
7.2084215721
 
< 0.1%
140.38784331
 
< 0.1%
-123.2329051
 
< 0.1%
-2.2099980381
 
< 0.1%
-25.987707281
 
< 0.1%
-217.79178131
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
-3912.2993911
< 0.1%
-3710.2308711
< 0.1%
-3662.4744391
< 0.1%
-3535.4971511
< 0.1%
-3430.5902731
< 0.1%
-3411.5611221
< 0.1%
-3227.8308441
< 0.1%
-2838.230141
< 0.1%
-2689.9196721
< 0.1%
-2634.9131011
< 0.1%
ValueCountFrequency (%)
3468.4028751
< 0.1%
3310.466121
< 0.1%
3268.5788861
< 0.1%
3191.8343041
< 0.1%
3166.9375781
< 0.1%
3149.6525311
< 0.1%
3044.7288451
< 0.1%
3029.9860641
< 0.1%
2905.2178031
< 0.1%
2859.5808551
< 0.1%

sma20-50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean189.778586
Minimum-5908.701111
Maximum7525.143242
Zeros0
Zeros (%)0.0%
Negative1408
Negative (%)43.0%
Memory size25.7 KiB

Quantile statistics

Minimum-5908.701111
5-th percentile-1173.971918
Q1-37.45960971
median7.718292427
Q3201.5937409
95-th percentile3177.297335
Maximum7525.143242
Range13433.84435
Interquartile range (IQR)239.0533506

Descriptive statistics

Standard deviation1416.889206
Coefficient of variation (CV)7.46601203
Kurtosis7.091857198
Mean189.778586
Median Absolute Deviation (MAD)79.75074169
Skewness0.9283765138
Sum621904.4264
Variance2007575.023
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-85.81225131
 
< 0.1%
1080.2844331
 
< 0.1%
174.1380571
 
< 0.1%
-59.753222051
 
< 0.1%
-654.06459981
 
< 0.1%
69.272647011
 
< 0.1%
683.37435051
 
< 0.1%
52.044796681
 
< 0.1%
-353.72442981
 
< 0.1%
1398.1082451
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
-5908.7011111
< 0.1%
-5900.5324391
< 0.1%
-5898.8768721
< 0.1%
-5844.9311411
< 0.1%
-5799.2389481
< 0.1%
-5773.3345681
< 0.1%
-5733.7123721
< 0.1%
-5675.5563821
< 0.1%
-5661.8395981
< 0.1%
-5644.8971051
< 0.1%
ValueCountFrequency (%)
7525.1432421
< 0.1%
7447.3446431
< 0.1%
7273.5739821
< 0.1%
7107.1714121
< 0.1%
7074.6613051
< 0.1%
6786.2092041
< 0.1%
6725.3937531
< 0.1%
6389.1142941
< 0.1%
6355.470631
< 0.1%
6184.3947381
< 0.1%

ema5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.92294413
Minimum-7952.95751
Maximum7220.7007
Zeros0
Zeros (%)0.0%
Negative1425
Negative (%)43.5%
Memory size25.7 KiB

Quantile statistics

Minimum-7952.95751
5-th percentile-1262.302688
Q1-29.56982559
median3.661722666
Q3128.474965
95-th percentile1764.608476
Maximum7220.7007
Range15173.65821
Interquartile range (IQR)158.0447906

Descriptive statistics

Standard deviation1122.169843
Coefficient of variation (CV)11.34387834
Kurtosis13.03902641
Mean98.92294413
Median Absolute Deviation (MAD)64.4177813
Skewness0.6353305821
Sum324170.4879
Variance1259265.157
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-4.5373214491
 
< 0.1%
45.032919441
 
< 0.1%
1980.5311031
 
< 0.1%
60.707857891
 
< 0.1%
4.0789365611
 
< 0.1%
72.641392871
 
< 0.1%
12.517401981
 
< 0.1%
-1412.5712241
 
< 0.1%
-183.77491441
 
< 0.1%
-48.652335951
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
-7952.957511
< 0.1%
-7525.5573491
< 0.1%
-7524.6934591
< 0.1%
-7289.1335231
< 0.1%
-7097.1343811
< 0.1%
-6965.3816211
< 0.1%
-6263.6229371
< 0.1%
-5691.8237581
< 0.1%
-5419.7280821
< 0.1%
-5360.303941
< 0.1%
ValueCountFrequency (%)
7220.70071
< 0.1%
6885.653851
< 0.1%
6830.4121641
< 0.1%
6766.3992811
< 0.1%
6585.7943981
< 0.1%
6385.6686181
< 0.1%
6282.739341
< 0.1%
6183.7555911
< 0.1%
6162.3203421
< 0.1%
5860.0363781
< 0.1%

macd
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean89.57579368
Minimum-5067.935712
Maximum5250.58966
Zeros0
Zeros (%)0.0%
Negative1430
Negative (%)43.6%
Memory size25.7 KiB

Quantile statistics

Minimum-5067.935712
5-th percentile-938.7735109
Q1-26.02540708
median2.699030531
Q3111.9523484
95-th percentile1624.823998
Maximum5250.58966
Range10318.52537
Interquartile range (IQR)137.9777554

Descriptive statistics

Standard deviation864.6823041
Coefficient of variation (CV)9.653080019
Kurtosis10.48489639
Mean89.57579368
Median Absolute Deviation (MAD)49.67815723
Skewness0.6311663462
Sum293539.8759
Variance747675.4871
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1951.436151
 
< 0.1%
272.04926781
 
< 0.1%
-5.8195280551
 
< 0.1%
-9.911740931
 
< 0.1%
-9.6266182531
 
< 0.1%
-2453.5780361
 
< 0.1%
-370.38078511
 
< 0.1%
-5.8061453171
 
< 0.1%
-104.65220281
 
< 0.1%
412.23226561
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
-5067.9357121
< 0.1%
-4979.0988671
< 0.1%
-4891.3005541
< 0.1%
-4692.4700741
< 0.1%
-4682.7862921
< 0.1%
-4680.0900851
< 0.1%
-4605.0577141
< 0.1%
-4601.7287821
< 0.1%
-4541.9559371
< 0.1%
-4408.5998511
< 0.1%
ValueCountFrequency (%)
5250.589661
< 0.1%
5122.9830381
< 0.1%
4991.6045161
< 0.1%
4747.8507581
< 0.1%
4667.2411461
< 0.1%
4621.5302581
< 0.1%
4550.1282431
< 0.1%
4456.1810531
< 0.1%
4448.2139361
< 0.1%
4369.7090411
< 0.1%

ao14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct70
Distinct (%)2.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.548280221
Minimum-92.85714286
Maximum92.85714286
Zeros0
Zeros (%)0.0%
Negative1504
Negative (%)45.9%
Memory size25.7 KiB

Quantile statistics

Minimum-92.85714286
5-th percentile-85.71428571
Q1-50
median21.42857143
Q364.28571429
95-th percentile92.85714286
Maximum92.85714286
Range185.7142857
Interquartile range (IQR)114.2857143

Descriptive statistics

Standard deviation60.4005864
Coefficient of variation (CV)8.001900384
Kurtosis-1.482033262
Mean7.548280221
Median Absolute Deviation (MAD)57.14285714
Skewness-0.1407560594
Sum24735.71429
Variance3648.230837
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
92.85714286187
 
5.7%
85.71428571176
 
5.4%
78.57142857123
 
3.8%
71.42857143122
 
3.7%
-85.71428571120
 
3.7%
42.85714286112
 
3.4%
64.28571429105
 
3.2%
5099
 
3.0%
-5099
 
3.0%
-71.4285714397
 
3.0%
Other values (60)2037
62.2%
ValueCountFrequency (%)
-92.8571428686
2.6%
-85.71428571120
3.7%
-78.5714285730
 
0.9%
-78.5714285793
2.8%
-71.4285714397
3.0%
-71.4285714320
 
0.6%
-64.2857142962
1.9%
-64.2857142976
2.3%
-57.1428571438
 
1.2%
-57.1428571471
2.2%
ValueCountFrequency (%)
92.85714286187
5.7%
85.71428571176
5.4%
78.5714285749
 
1.5%
78.57142857123
3.8%
71.42857143122
3.7%
71.4285714330
 
0.9%
64.2857142979
2.4%
64.28571429105
3.2%
57.1428571448
 
1.5%
57.1428571488
2.7%

adx14
Real number (ℝ≥0)

HIGH CORRELATION

Distinct3262
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.90069875
Minimum0
Maximum72.86646896
Zeros16
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum0
5-th percentile13.76633469
Q121.05810033
median28.00590155
Q337.10407204
95-th percentile53.49500266
Maximum72.86646896
Range72.86646896
Interquartile range (IQR)16.04597171

Descriptive statistics

Standard deviation12.00606954
Coefficient of variation (CV)0.4015314038
Kurtosis0.2661331538
Mean29.90069875
Median Absolute Deviation (MAD)7.820451972
Skewness0.6708329582
Sum97984.58981
Variance144.1457059
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
016
 
0.5%
16.880827961
 
< 0.1%
46.324908181
 
< 0.1%
21.168981921
 
< 0.1%
24.714143641
 
< 0.1%
26.771494351
 
< 0.1%
17.324488781
 
< 0.1%
18.288943551
 
< 0.1%
44.144106261
 
< 0.1%
40.191912661
 
< 0.1%
Other values (3252)3252
99.2%
ValueCountFrequency (%)
016
0.5%
7.9180468451
 
< 0.1%
8.1467834921
 
< 0.1%
8.5199435811
 
< 0.1%
8.5237149881
 
< 0.1%
8.545015531
 
< 0.1%
8.5923790241
 
< 0.1%
8.6648929551
 
< 0.1%
8.7661442651
 
< 0.1%
8.8089870831
 
< 0.1%
ValueCountFrequency (%)
72.866468961
< 0.1%
72.135881771
< 0.1%
71.360675361
< 0.1%
71.078303991
< 0.1%
70.758636991
< 0.1%
70.290956251
< 0.1%
70.269589681
< 0.1%
69.852943091
< 0.1%
69.830832491
< 0.1%
69.673547271
< 0.1%

wd14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7391748852
Minimum-100.4452765
Maximum110.789837
Zeros0
Zeros (%)0.0%
Negative1708
Negative (%)52.1%
Memory size25.7 KiB

Quantile statistics

Minimum-100.4452765
5-th percentile-32.57997927
Q1-12.28122796
median-0.9523523616
Q313.1013867
95-th percentile40.50108834
Maximum110.789837
Range211.2351135
Interquartile range (IQR)25.38261466

Descriptive statistics

Standard deviation22.34174838
Coefficient of variation (CV)30.22525363
Kurtosis1.434139258
Mean0.7391748852
Median Absolute Deviation (MAD)12.73453777
Skewness0.1432898381
Sum2422.276099
Variance499.1537208
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
11.753068821
 
< 0.1%
-19.978778511
 
< 0.1%
-20.692123291
 
< 0.1%
-26.742837631
 
< 0.1%
7.367540791
 
< 0.1%
32.502419581
 
< 0.1%
-30.883045121
 
< 0.1%
-32.569626361
 
< 0.1%
-57.364249391
 
< 0.1%
-17.469564591
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
-100.44527651
< 0.1%
-99.063751431
< 0.1%
-90.375504951
< 0.1%
-87.978012661
< 0.1%
-87.586715871
< 0.1%
-85.585066241
< 0.1%
-84.969921251
< 0.1%
-79.603654211
< 0.1%
-79.320666941
< 0.1%
-76.566485331
< 0.1%
ValueCountFrequency (%)
110.7898371
< 0.1%
91.05138531
< 0.1%
83.021039861
< 0.1%
82.55126141
< 0.1%
81.402276341
< 0.1%
81.195772751
< 0.1%
78.992972411
< 0.1%
78.687063511
< 0.1%
76.739994031
< 0.1%
72.544278271
< 0.1%

ppo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9611001652
Minimum-14.71226908
Maximum30.31754511
Zeros0
Zeros (%)0.0%
Negative1430
Negative (%)43.6%
Memory size25.7 KiB

Quantile statistics

Minimum-14.71226908
5-th percentile-6.628897369
Q1-2.175968646
median0.558067678
Q33.540008885
95-th percentile9.46718414
Maximum30.31754511
Range45.02981419
Interquartile range (IQR)5.715977531

Descriptive statistics

Standard deviation5.256547586
Coefficient of variation (CV)5.469302551
Kurtosis4.19341816
Mean0.9611001652
Median Absolute Deviation (MAD)2.861240138
Skewness0.969160546
Sum3149.525241
Variance27.63129252
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.8520035091
 
< 0.1%
-11.749442351
 
< 0.1%
-1.737479291
 
< 0.1%
-5.4632858681
 
< 0.1%
1.258338471
 
< 0.1%
18.415743841
 
< 0.1%
1.2144165581
 
< 0.1%
0.22663392631
 
< 0.1%
1.3791459371
 
< 0.1%
0.30458068331
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
-14.712269081
< 0.1%
-14.369346121
< 0.1%
-13.87884371
< 0.1%
-13.768397411
< 0.1%
-13.709783011
< 0.1%
-13.534331411
< 0.1%
-13.180640931
< 0.1%
-13.054660121
< 0.1%
-12.995043041
< 0.1%
-12.805426041
< 0.1%
ValueCountFrequency (%)
30.317545111
< 0.1%
29.940306781
< 0.1%
29.776190211
< 0.1%
29.762843851
< 0.1%
29.739693591
< 0.1%
29.674071391
< 0.1%
29.639263381
< 0.1%
29.620851731
< 0.1%
29.495184951
< 0.1%
28.496975561
< 0.1%

rsi14
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3268
Distinct (%)99.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean52.96785353
Minimum15.56115722
Maximum95.40194049
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum15.56115722
5-th percentile31.25085252
Q143.47693201
median52.06940562
Q361.97683282
95-th percentile77.6908641
Maximum95.40194049
Range79.84078327
Interquartile range (IQR)18.49990081

Descriptive statistics

Standard deviation13.74338298
Coefficient of variation (CV)0.2594664889
Kurtosis-0.2342296903
Mean52.96785353
Median Absolute Deviation (MAD)9.101971486
Skewness0.2269950833
Sum173575.656
Variance188.8805758
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
33.784256355
 
0.2%
33.784256353
 
0.1%
40.778479732
 
0.1%
55.967847032
 
0.1%
38.968467092
 
0.1%
43.767983091
 
< 0.1%
35.99325361
 
< 0.1%
50.597114791
 
< 0.1%
34.907590521
 
< 0.1%
41.346667251
 
< 0.1%
Other values (3258)3258
99.4%
ValueCountFrequency (%)
15.561157221
< 0.1%
15.670666171
< 0.1%
16.160667621
< 0.1%
17.424738191
< 0.1%
17.694914961
< 0.1%
18.473339361
< 0.1%
19.178122431
< 0.1%
19.460344431
< 0.1%
19.840800781
< 0.1%
19.904640361
< 0.1%
ValueCountFrequency (%)
95.401940491
< 0.1%
93.158071251
< 0.1%
91.799496531
< 0.1%
90.992414741
< 0.1%
90.736343171
< 0.1%
89.343294751
< 0.1%
89.270691691
< 0.1%
88.832632711
< 0.1%
88.642528591
< 0.1%
88.554355731
< 0.1%

mfi14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3274
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5280691421
Minimum-1.110223025 × 10-15
Maximum0.9873549912
Zeros0
Zeros (%)0.0%
Negative4
Negative (%)0.1%
Memory size25.7 KiB

Quantile statistics

Minimum-1.110223025 × 10-15
5-th percentile0.2446193927
Q10.3986147638
median0.5254512967
Q30.6587860217
95-th percentile0.8291208497
Maximum0.9873549912
Range0.9873549912
Interquartile range (IQR)0.2601712579

Descriptive statistics

Standard deviation0.1785851763
Coefficient of variation (CV)0.3381852149
Kurtosis-0.6049988508
Mean0.5280691421
Median Absolute Deviation (MAD)0.1298537557
Skewness0.01101433842
Sum1730.482579
Variance0.0318926652
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.53
 
0.1%
-6.661338148 × 10-162
 
0.1%
0.46939314971
 
< 0.1%
0.54524175411
 
< 0.1%
0.62463280461
 
< 0.1%
0.79297155961
 
< 0.1%
0.51152631181
 
< 0.1%
0.45094660591
 
< 0.1%
0.74247048011
 
< 0.1%
0.68756442141
 
< 0.1%
Other values (3264)3264
99.6%
ValueCountFrequency (%)
-1.110223025 × 10-151
< 0.1%
-8.881784197 × 10-161
< 0.1%
-6.661338148 × 10-162
0.1%
0.057211580941
< 0.1%
0.074096820631
< 0.1%
0.078194504451
< 0.1%
0.083643476681
< 0.1%
0.089330711031
< 0.1%
0.090510678531
< 0.1%
0.10169813821
< 0.1%
ValueCountFrequency (%)
0.98735499121
< 0.1%
0.9709747821
< 0.1%
0.96870093061
< 0.1%
0.96733289281
< 0.1%
0.96529401041
< 0.1%
0.95621255351
< 0.1%
0.94611080361
< 0.1%
0.94529920071
< 0.1%
0.94445921541
< 0.1%
0.94056454251
< 0.1%

tsi
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.180153986
Minimum-56.95288546
Maximum78.0836499
Zeros0
Zeros (%)0.0%
Negative1396
Negative (%)42.6%
Memory size25.7 KiB

Quantile statistics

Minimum-56.95288546
5-th percentile-32.00891705
Q1-11.01030007
median4.170144634
Q322.56414994
95-th percentile48.87433102
Maximum78.0836499
Range135.0365354
Interquartile range (IQR)33.57445

Descriptive statistics

Standard deviation24.37347806
Coefficient of variation (CV)3.943830221
Kurtosis-0.4463226682
Mean6.180153986
Median Absolute Deviation (MAD)16.53327442
Skewness0.1907080834
Sum20252.36461
Variance594.0664326
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
17.055301011
 
< 0.1%
23.511582251
 
< 0.1%
6.3857398981
 
< 0.1%
-22.662907971
 
< 0.1%
-0.25581082071
 
< 0.1%
48.297320061
 
< 0.1%
-23.280045831
 
< 0.1%
18.334272491
 
< 0.1%
-34.653763991
 
< 0.1%
2.2046270431
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
-56.952885461
< 0.1%
-56.61443051
< 0.1%
-55.494494541
< 0.1%
-54.805972641
< 0.1%
-52.746174541
< 0.1%
-51.425848151
< 0.1%
-50.030825041
< 0.1%
-49.324370711
< 0.1%
-49.234845041
< 0.1%
-48.699638841
< 0.1%
ValueCountFrequency (%)
78.08364991
< 0.1%
72.609415451
< 0.1%
70.540548621
< 0.1%
69.489740941
< 0.1%
69.473214361
< 0.1%
69.464495281
< 0.1%
69.163783351
< 0.1%
68.677289411
< 0.1%
68.521919021
< 0.1%
68.493184861
< 0.1%

so14
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean55.72579568
Minimum7.890640162
Maximum96.91821538
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum7.890640162
5-th percentile17.89464413
Q134.73869761
median57.32298204
Q376.46428044
95-th percentile89.74776033
Maximum96.91821538
Range89.02757522
Interquartile range (IQR)41.72558284

Descriptive statistics

Standard deviation23.59754543
Coefficient of variation (CV)0.4234582053
Kurtosis-1.203299477
Mean55.72579568
Median Absolute Deviation (MAD)20.49901882
Skewness-0.1400186554
Sum182613.4325
Variance556.8441503
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
67.883400031
 
< 0.1%
56.276849931
 
< 0.1%
83.505760071
 
< 0.1%
67.69531441
 
< 0.1%
91.592523681
 
< 0.1%
91.744362711
 
< 0.1%
38.139736391
 
< 0.1%
30.169594221
 
< 0.1%
60.696513961
 
< 0.1%
58.382558981
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
7.8906401621
< 0.1%
7.9356593341
< 0.1%
7.968150941
< 0.1%
8.6322795271
< 0.1%
8.695935361
< 0.1%
9.6648165881
< 0.1%
9.7772264091
< 0.1%
9.907706131
< 0.1%
10.325394811
< 0.1%
10.443604331
< 0.1%
ValueCountFrequency (%)
96.918215381
< 0.1%
96.831837951
< 0.1%
96.012848561
< 0.1%
95.984815071
< 0.1%
95.799752241
< 0.1%
95.562921291
< 0.1%
95.361521881
< 0.1%
95.16768071
< 0.1%
95.154397171
< 0.1%
95.084055061
< 0.1%

cmo14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3274
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.304718763
Minimum-100
Maximum95.90957301
Zeros0
Zeros (%)0.0%
Negative1440
Negative (%)43.9%
Memory size25.7 KiB

Quantile statistics

Minimum-100
5-th percentile-55.37877019
Q1-20.98360656
median5.927037156
Q333.13037614
95-th percentile70.43376792
Maximum95.90957301
Range195.909573
Interquartile range (IQR)54.1139827

Descriptive statistics

Standard deviation37.82574728
Coefficient of variation (CV)5.999593115
Kurtosis-0.6284778416
Mean6.304718763
Median Absolute Deviation (MAD)27.01340861
Skewness-0.0009360037954
Sum20660.56339
Variance1430.787157
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-3.6293487763
 
0.1%
34.205518552
 
0.1%
-1.9886776021
 
< 0.1%
40.464327361
 
< 0.1%
-42.588024791
 
< 0.1%
-19.494754421
 
< 0.1%
-1.276736861
 
< 0.1%
-31.369164471
 
< 0.1%
64.385523511
 
< 0.1%
39.739123321
 
< 0.1%
Other values (3264)3264
99.6%
ValueCountFrequency (%)
-1001
< 0.1%
-97.68194071
< 0.1%
-96.839977951
< 0.1%
-95.956746591
< 0.1%
-95.669982451
< 0.1%
-95.034642031
< 0.1%
-94.705777141
< 0.1%
-86.367231051
< 0.1%
-86.133122621
< 0.1%
-85.593676841
< 0.1%
ValueCountFrequency (%)
95.909573011
< 0.1%
95.637553791
< 0.1%
94.966761631
< 0.1%
93.80632061
< 0.1%
93.629455681
< 0.1%
90.880361171
< 0.1%
90.222708221
< 0.1%
89.254296971
< 0.1%
87.71868081
< 0.1%
87.468090041
< 0.1%

atrp14
Real number (ℝ≥0)

HIGH CORRELATION

Distinct3275
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.32623479
Minimum3.688978058
Maximum256.4907934
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum3.688978058
5-th percentile6.311376277
Q111.62372637
median16.00607701
Q321.14477797
95-th percentile36.26873837
Maximum256.4907934
Range252.8018154
Interquartile range (IQR)9.521051604

Descriptive statistics

Standard deviation13.64959497
Coefficient of variation (CV)0.744811748
Kurtosis69.37280442
Mean18.32623479
Median Absolute Deviation (MAD)4.669259721
Skewness6.247870216
Sum60055.07142
Variance186.3114428
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
147.38488443
 
0.1%
22.295429181
 
< 0.1%
10.067416741
 
< 0.1%
13.118236291
 
< 0.1%
16.562587791
 
< 0.1%
10.686508971
 
< 0.1%
17.432955691
 
< 0.1%
20.956052211
 
< 0.1%
100.64836071
 
< 0.1%
19.479698991
 
< 0.1%
Other values (3265)3265
99.6%
ValueCountFrequency (%)
3.6889780581
< 0.1%
3.7209506381
< 0.1%
3.7226501491
< 0.1%
3.7234896211
< 0.1%
3.7269306791
< 0.1%
3.7302119861
< 0.1%
3.7546860051
< 0.1%
3.7668410781
< 0.1%
3.7682879821
< 0.1%
3.8409170111
< 0.1%
ValueCountFrequency (%)
256.49079341
 
< 0.1%
221.61904331
 
< 0.1%
176.94601031
 
< 0.1%
147.38488443
0.1%
145.73829581
 
< 0.1%
142.53694971
 
< 0.1%
140.7785931
 
< 0.1%
133.43551271
 
< 0.1%
131.98684111
 
< 0.1%
110.14889331
 
< 0.1%

pvo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.906519709
Minimum-51.78097306
Maximum63.98213755
Zeros0
Zeros (%)0.0%
Negative1974
Negative (%)60.2%
Memory size25.7 KiB

Quantile statistics

Minimum-51.78097306
5-th percentile-23.40749916
Q1-11.35307752
median-3.731869774
Q36.68295258
95-th percentile24.57860472
Maximum63.98213755
Range115.7631106
Interquartile range (IQR)18.0360301

Descriptive statistics

Standard deviation14.73904451
Coefficient of variation (CV)-7.730863965
Kurtosis0.7386274044
Mean-1.906519709
Median Absolute Deviation (MAD)8.715783814
Skewness0.4706611432
Sum-6247.665085
Variance217.2394332
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
31.905207081
 
< 0.1%
-19.424541881
 
< 0.1%
12.612538741
 
< 0.1%
-9.0316663921
 
< 0.1%
-21.682203771
 
< 0.1%
-4.1993781531
 
< 0.1%
-3.6466377991
 
< 0.1%
-2.5546695411
 
< 0.1%
-11.76516371
 
< 0.1%
22.070706611
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
-51.780973061
< 0.1%
-47.235071531
< 0.1%
-44.400713191
< 0.1%
-43.468102421
< 0.1%
-42.747437771
< 0.1%
-42.260600161
< 0.1%
-42.241441191
< 0.1%
-41.520160991
< 0.1%
-41.268018371
< 0.1%
-41.188107881
< 0.1%
ValueCountFrequency (%)
63.982137551
< 0.1%
59.52315421
< 0.1%
57.072059071
< 0.1%
54.640215281
< 0.1%
54.183594871
< 0.1%
51.082198341
< 0.1%
50.895011781
< 0.1%
46.978260431
< 0.1%
46.723114631
< 0.1%
46.117957541
< 0.1%

adl
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct1206
Distinct (%)36.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2615239.791
Minimum81156.99063
Maximum3547160.636
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum81156.99063
5-th percentile378658.4767
Q11271224.618
median3431124.694
Q33431124.694
95-th percentile3431124.694
Maximum3547160.636
Range3466003.645
Interquartile range (IQR)2159900.077

Descriptive statistics

Standard deviation1155801.861
Coefficient of variation (CV)0.4419487136
Kurtosis-0.9936615889
Mean2615239.791
Median Absolute Deviation (MAD)0
Skewness-0.8640652388
Sum8570140794
Variance1.335877942 × 1012
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3431124.6942069
63.1%
234789.82212
 
0.1%
1297493.4182
 
0.1%
296781.23992
 
0.1%
2257177.1541
 
< 0.1%
819844.33091
 
< 0.1%
1922754.9961
 
< 0.1%
856722.62581
 
< 0.1%
784222.6571
 
< 0.1%
374581.27221
 
< 0.1%
Other values (1196)1196
36.5%
ValueCountFrequency (%)
81156.990631
< 0.1%
106332.19461
< 0.1%
124898.02791
< 0.1%
129003.35081
< 0.1%
131850.83531
< 0.1%
148724.89941
< 0.1%
155235.30551
< 0.1%
158625.52361
< 0.1%
159667.36461
< 0.1%
162100.96231
< 0.1%
ValueCountFrequency (%)
3547160.6361
< 0.1%
3547127.4911
< 0.1%
3541835.0251
< 0.1%
3532293.4341
< 0.1%
3522737.3561
< 0.1%
3520205.4821
< 0.1%
3512908.8671
< 0.1%
3512091.1081
< 0.1%
3511684.5341
< 0.1%
3505571.1431
< 0.1%

obv
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3270
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1288756.266
Minimum-3335263.254
Maximum6532434.951
Zeros0
Zeros (%)0.0%
Negative1181
Negative (%)36.0%
Memory size25.7 KiB

Quantile statistics

Minimum-3335263.254
5-th percentile-2654153.113
Q1-288145.0335
median822790.6843
Q32857878.567
95-th percentile5712006.883
Maximum6532434.951
Range9867698.205
Interquartile range (IQR)3146023.6

Descriptive statistics

Standard deviation2495182.641
Coefficient of variation (CV)1.936116787
Kurtosis-0.6675958517
Mean1288756.266
Median Absolute Deviation (MAD)1614254.533
Skewness0.3728200755
Sum4223254283
Variance6.22593641 × 1012
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-447931.13498
 
0.2%
6101169.6831
 
< 0.1%
-2632703.8581
 
< 0.1%
39516.910691
 
< 0.1%
-282254.98021
 
< 0.1%
-3082042.1351
 
< 0.1%
-86641.255081
 
< 0.1%
681167.57021
 
< 0.1%
2281610.931
 
< 0.1%
-1716305.9931
 
< 0.1%
Other values (3260)3260
99.5%
ValueCountFrequency (%)
-3335263.2541
< 0.1%
-3309636.1151
< 0.1%
-3301619.9721
< 0.1%
-3258877.8281
< 0.1%
-3245658.9861
< 0.1%
-3234839.8771
< 0.1%
-3220525.4011
< 0.1%
-3209610.1041
< 0.1%
-3203432.9191
< 0.1%
-3199342.8411
< 0.1%
ValueCountFrequency (%)
6532434.9511
< 0.1%
6513241.2631
< 0.1%
6512714.1641
< 0.1%
6474579.5941
< 0.1%
6469098.2261
< 0.1%
6466176.5551
< 0.1%
6453110.61
< 0.1%
6452687.7611
< 0.1%
6420164.641
< 0.1%
6417066.761
< 0.1%

fi13
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-482189.7209
Minimum-305619082.9
Maximum176630695.8
Zeros0
Zeros (%)0.0%
Negative1679
Negative (%)51.2%
Memory size25.7 KiB

Quantile statistics

Minimum-305619082.9
5-th percentile-24079977.75
Q1-908927.7511
median-5414.395485
Q31053681.245
95-th percentile18745906.08
Maximum176630695.8
Range482249778.7
Interquartile range (IQR)1962608.996

Descriptive statistics

Standard deviation20898529.54
Coefficient of variation (CV)-43.34088562
Kurtosis41.44444868
Mean-482189.7209
Median Absolute Deviation (MAD)978305.7342
Skewness-1.820008442
Sum-1580135715
Variance4.36748537 × 1014
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4496391.4391
 
< 0.1%
41367.137511
 
< 0.1%
18370229.291
 
< 0.1%
-30950.834151
 
< 0.1%
-112745279.51
 
< 0.1%
-2586677.7241
 
< 0.1%
-231173.1381
 
< 0.1%
363532.82921
 
< 0.1%
44911480.611
 
< 0.1%
-103465.92071
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
-305619082.91
< 0.1%
-223954631.81
< 0.1%
-209079381.91
< 0.1%
-208848907.91
< 0.1%
-196544161.11
< 0.1%
-191138968.11
< 0.1%
-127064083.81
< 0.1%
-124406623.61
< 0.1%
-121259806.91
< 0.1%
-113586194.11
< 0.1%
ValueCountFrequency (%)
176630695.81
< 0.1%
165596991.61
< 0.1%
165277167.11
< 0.1%
159981602.51
< 0.1%
143070415.11
< 0.1%
134566548.31
< 0.1%
133458491.81
< 0.1%
124837840.71
< 0.1%
124575452.31
< 0.1%
108430099.51
< 0.1%

fi50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct3277
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-503200.4658
Minimum-98301685.24
Maximum76217119.07
Zeros0
Zeros (%)0.0%
Negative1886
Negative (%)57.6%
Memory size25.7 KiB

Quantile statistics

Minimum-98301685.24
5-th percentile-15254177.22
Q1-724252.5997
median-29871.47594
Q3412426.2749
95-th percentile9432199.843
Maximum76217119.07
Range174518804.3
Interquartile range (IQR)1136678.875

Descriptive statistics

Standard deviation10717416.83
Coefficient of variation (CV)-21.29850341
Kurtosis20.97746207
Mean-503200.4658
Median Absolute Deviation (MAD)592532.7017
Skewness-0.8628527266
Sum-1648987926
Variance1.148630236 × 1014
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-3930050.2881
 
< 0.1%
3105094.0931
 
< 0.1%
231509.9391
 
< 0.1%
770536.18411
 
< 0.1%
18172.995181
 
< 0.1%
-407420.45731
 
< 0.1%
6841184.891
 
< 0.1%
239751.75511
 
< 0.1%
-3111.6593511
 
< 0.1%
-17294960.091
 
< 0.1%
Other values (3267)3267
99.7%
ValueCountFrequency (%)
-98301685.241
< 0.1%
-94103582.451
< 0.1%
-88722107.11
< 0.1%
-85017121.951
< 0.1%
-76489643.871
< 0.1%
-76098433.921
< 0.1%
-74166434.711
< 0.1%
-74023058.491
< 0.1%
-73653394.61
< 0.1%
-69072904.341
< 0.1%
ValueCountFrequency (%)
76217119.071
< 0.1%
74095033.531
< 0.1%
72525319.231
< 0.1%
62580985.151
< 0.1%
61223787.941
< 0.1%
61102855.881
< 0.1%
59434520.871
< 0.1%
59394079.961
< 0.1%
58875551.461
< 0.1%
55652679.971
< 0.1%

market_cap
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3271
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean528254681.1
Minimum0
Maximum9571558491
Zeros7
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size25.7 KiB

Quantile statistics

Minimum0
5-th percentile2209535.366
Q114702157.22
median180174534.8
Q3664883065.7
95-th percentile2352178996
Maximum9571558491
Range9571558491
Interquartile range (IQR)650180908.5

Descriptive statistics

Standard deviation870790441.4
Coefficient of variation (CV)1.6484292
Kurtosis15.24183318
Mean528254681.1
Median Absolute Deviation (MAD)174729673.8
Skewness3.216126924
Sum1.73109059 × 1012
Variance7.582759928 × 1017
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
07
 
0.2%
195521018.61
 
< 0.1%
227450978.31
 
< 0.1%
26049027931
 
< 0.1%
3771353.3781
 
< 0.1%
11442504301
 
< 0.1%
321140621.71
 
< 0.1%
14130659.971
 
< 0.1%
12830172.431
 
< 0.1%
834691.39211
 
< 0.1%
Other values (3261)3261
99.5%
ValueCountFrequency (%)
07
0.2%
106060.8681
 
< 0.1%
126269.23981
 
< 0.1%
139225.98761
 
< 0.1%
155796.45681
 
< 0.1%
175347.67411
 
< 0.1%
228192.56021
 
< 0.1%
259251.34081
 
< 0.1%
261747.31621
 
< 0.1%
262071.90431
 
< 0.1%
ValueCountFrequency (%)
95715584911
< 0.1%
85896480811
< 0.1%
82837377131
< 0.1%
69927177931
< 0.1%
66091077521
< 0.1%
59829905391
< 0.1%
56628989291
< 0.1%
55763973461
< 0.1%
53174071541
< 0.1%
52025444531
< 0.1%

return
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3270
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.0003399372244
Minimum-0.2839189189
Maximum0.6336023553
Zeros8
Zeros (%)0.2%
Negative1704
Negative (%)52.0%
Memory size25.7 KiB

Quantile statistics

Minimum-0.2839189189
5-th percentile-0.06674447302
Q1-0.01940298507
median-0.00124367234
Q30.01567039818
95-th percentile0.06844437978
Maximum0.6336023553
Range0.9175212742
Interquartile range (IQR)0.03507338325

Descriptive statistics

Standard deviation0.04620679034
Coefficient of variation (CV)-135.9274214
Kurtosis22.55814573
Mean-0.0003399372244
Median Absolute Deviation (MAD)0.0175045171
Skewness1.814411997
Sum-1.113974284
Variance0.002135067474
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08
 
0.2%
-0.028089669561
 
< 0.1%
-0.013161437461
 
< 0.1%
-0.023529547211
 
< 0.1%
0.008463611861
 
< 0.1%
-0.030400258331
 
< 0.1%
0.048662698181
 
< 0.1%
0.024508609491
 
< 0.1%
-0.02813842051
 
< 0.1%
-0.21852387841
 
< 0.1%
Other values (3260)3260
99.5%
ValueCountFrequency (%)
-0.28391891891
< 0.1%
-0.21852387841
< 0.1%
-0.21547314581
< 0.1%
-0.21427254671
< 0.1%
-0.19259634031
< 0.1%
-0.19041000691
< 0.1%
-0.18699089191
< 0.1%
-0.18023691711
< 0.1%
-0.17886469121
< 0.1%
-0.16911165441
< 0.1%
ValueCountFrequency (%)
0.63360235531
< 0.1%
0.52577790091
< 0.1%
0.44192308441
< 0.1%
0.33589115651
< 0.1%
0.29999803031
< 0.1%
0.26784782611
< 0.1%
0.22766519031
< 0.1%
0.21033175361
< 0.1%
0.20402454141
< 0.1%
0.19682147981
< 0.1%

buy_indicator
Categorical

Distinct2
Distinct (%)0.1%
Missing1
Missing (%)< 0.1%
Memory size25.7 KiB
0.0
2903 
1.0
373 

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters9828
Distinct characters3
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row0.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.02903
88.6%
1.0373
 
11.4%
(Missing)1
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.02903
88.6%
1.0373
 
11.4%

Most occurring characters

ValueCountFrequency (%)
06179
62.9%
.3276
33.3%
1373
 
3.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number6552
66.7%
Other Punctuation3276
33.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
06179
94.3%
1373
 
5.7%
Other Punctuation
ValueCountFrequency (%)
.3276
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common9828
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
06179
62.9%
.3276
33.3%
1373
 
3.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII9828
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
06179
62.9%
.3276
33.3%
1373
 
3.8%

close_buy_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size25.7 KiB
0.0
2904 
1.0
373 

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters9831
Distinct characters3
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row0.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.02904
88.6%
1.0373
 
11.4%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.02904
88.6%
1.0373
 
11.4%

Most occurring characters

ValueCountFrequency (%)
06181
62.9%
.3277
33.3%
1373
 
3.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number6554
66.7%
Other Punctuation3277
33.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
06181
94.3%
1373
 
5.7%
Other Punctuation
ValueCountFrequency (%)
.3277
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common9831
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
06181
62.9%
.3277
33.3%
1373
 
3.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII9831
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
06181
62.9%
.3277
33.3%
1373
 
3.8%

short_indicator
Categorical

Distinct2
Distinct (%)0.1%
Missing1
Missing (%)< 0.1%
Memory size25.7 KiB
0.0
2886 
-1.0
390 

Length

Max length4
Median length3
Mean length3.119047619
Min length3

Characters and Unicode

Total characters10218
Distinct characters4
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row0.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.02886
88.1%
-1.0390
 
11.9%
(Missing)1
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.02886
88.1%
1.0390
 
11.9%

Most occurring characters

ValueCountFrequency (%)
06162
60.3%
.3276
32.1%
-390
 
3.8%
1390
 
3.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number6552
64.1%
Other Punctuation3276
32.1%
Dash Punctuation390
 
3.8%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
06162
94.0%
1390
 
6.0%
Other Punctuation
ValueCountFrequency (%)
.3276
100.0%
Dash Punctuation
ValueCountFrequency (%)
-390
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common10218
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
06162
60.3%
.3276
32.1%
-390
 
3.8%
1390
 
3.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII10218
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
06162
60.3%
.3276
32.1%
-390
 
3.8%
1390
 
3.8%

close_short_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size25.7 KiB
0.0
2887 
-1.0
390 

Length

Max length4
Median length3
Mean length3.119011291
Min length3

Characters and Unicode

Total characters10221
Distinct characters4
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row0.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.02887
88.1%
-1.0390
 
11.9%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.02887
88.1%
1.0390
 
11.9%

Most occurring characters

ValueCountFrequency (%)
06164
60.3%
.3277
32.1%
-390
 
3.8%
1390
 
3.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number6554
64.1%
Other Punctuation3277
32.1%
Dash Punctuation390
 
3.8%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
06164
94.0%
1390
 
6.0%
Other Punctuation
ValueCountFrequency (%)
.3277
100.0%
Dash Punctuation
ValueCountFrequency (%)
-390
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common10221
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
06164
60.3%
.3277
32.1%
-390
 
3.8%
1390
 
3.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII10221
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
06164
60.3%
.3277
32.1%
-390
 
3.8%
1390
 
3.8%

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

Sample

First rows

level_0df_indextimeopenhighlowclosevolumesma5-20sma8-15sma20-50ema5-20macdao14adx14wd14ppo12-26rsi14mfi14tsiso14cmo14atrp14pvo12-26adlobvfi13fi50market_capreturnbuy_indicatorclose_buy_indicatorshort_indicatorclose_short_indicator
011112013-04-12 00:00:00101.000130.00051.000104.086103382.43950415.437166-2.3896250.872728-9.044706-0.109977-21.4285710.0-14.753169-0.07429343.1924050.50000069.46449554.818861-3.629349147.38488446.117958106332.194581-43257.644664-472268.985681129962.6081801.076066e+07-0.0296490.00.00.00.0
112122013-04-13 00:00:00103.290123.87820.000102.49043383.6104181.095261-5.465132-0.774339-15.355209-2.663430-28.5714290.0-18.026096-1.86650442.8362780.50000062.04287448.247299-3.629349147.38488442.766877131850.835330-86641.255082-414693.450902122150.7316944.446386e+060.0078060.00.00.00.0
213132013-04-14 00:00:00101.000109.00085.00294.94840636.501156-23.472544-7.978363-2.355065-20.063503-4.977236-35.7142860.0-16.532629-3.62419641.1112490.50000055.62018242.996180-3.629349147.38488439.108752124898.027857-127277.756238-399234.456733105341.6641093.858355e+060.0637400.00.00.00.0
314142013-04-15 00:00:0093.608104.00061.00061.35144466.986641-40.029147-12.228568-4.820602-29.209892-8.652389-42.8571430.0-19.797817-6.70135334.4549250.46571647.75851035.619543-21.606077256.49079336.53447681156.990626-171744.742879-555623.44151042624.0557062.728094e+060.5257780.00.00.00.0
415152013-04-16 00:00:0061.17082.5000.01073.62060973.988118-43.118638-13.711421-6.363780-30.930711-10.588210-42.8571430.0-29.115543-8.58673438.3786480.41013941.99794932.207574-17.575002221.61904336.999455129003.350801-110770.754761-369378.68412070289.3813734.488905e+06-0.1691120.00.00.00.0
516162013-04-17 00:00:0073.62098.90072.50993.84049735.971279-43.016212-12.591894-6.852635-26.446268-10.681840-42.8571430.0-22.995539-8.87803744.2969110.41503538.12241932.257145-13.689727176.94601034.681235159667.364620-61034.783482-172944.395065106970.6346244.667224e+06-0.2154730.00.00.00.0
617172013-04-18 00:00:0093.200120.00089.100115.12021743.271753-39.759878-9.627565-6.421830-18.165311-9.280711-42.8571430.0-16.019440-7.74657449.7651030.41852335.79495934.736254-8.731148145.73829627.434660174542.858628-39291.511729-82138.506783120920.6812232.503085e+06-0.1904100.00.00.00.0
718182013-04-19 00:00:00115.800142.000110.900118.51050562.879766-34.572443-7.051946-5.902505-11.839722-7.873582-42.8571430.0-9.283991-6.57890150.5971150.46393834.06838636.778662-8.010407142.53695026.902916148724.89944211271.368038-45917.554041122900.5824465.992207e+06-0.0228670.00.00.00.0
819192013-04-20 00:00:00119.000132.000115.000128.60010850.676827-21.199611-4.207104-5.047859-5.398986-6.036319-42.8571430.0-8.540298-5.00853853.0876210.46922633.04620339.300078-13.544672131.98684118.341017155235.30553922122.044865-23717.427866122374.4156521.395397e+06-0.0746500.00.00.00.0
920202013-04-21 00:00:00127.010128.126110.000121.00032123.617511-12.536111-2.845370-4.607355-3.074030-5.047263-42.8571430.0-9.131319-4.18634551.0020270.42164631.65124640.107428-23.953262140.77859315.745812162100.962288-10001.572646-55206.294326108001.3211913.886958e+060.0496690.00.00.00.0

Last rows

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